{"id":"W4416085626","doi":"10.1093/neuonc/noaf201.1491","title":"QLTI-14. Enhancing Awareness and Use of Support Services for Adolescents and Young Adults with High-Grade Glioma: Evaluating 1-Minute Videos and Centralized Resource Navigator","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Resource (disambiguation); Focus group; Psychological intervention; Young adult; Perception; Standardization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003630639,0.0005552719,0.0009026707,0.0005846987,0.001048586,0.001128234,0.001599684,0.0007354639,0.009230854],"category_scores_gemma":[0.009453617,0.0004065909,0.001467394,0.0005540797,0.0005548774,0.0007845886,0.001828092,0.001577679,0.0006934918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005664123,"about_ca_system_score_gemma":0.01461392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05265572,"about_ca_topic_score_gemma":0.1179454,"domain_scores_codex":[0.997963,0.0006667026,0.0001684529,0.0001774591,0.0005507498,0.0004737191],"domain_scores_gemma":[0.9955546,0.001159747,0.0006185952,0.0001569895,0.0007843482,0.001725786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01160072,0.07680139,0.0680241,0.008053028,0.0006006303,0.000348788,0.01523575,0.001841151,0.004329057,0.0006523848,0.02307401,0.7894389],"study_design_scores_gemma":[0.02482703,0.1141709,0.7578508,0.004363942,0.002151348,0.0003336369,0.01550343,0.005186828,0.005245317,0.0008100084,0.0692675,0.0002892242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960493,0.0005669922,0.0008583985,0.001335682,0.0001598453,0.02348297,0.003335463,0.0003095979,0.009457962],"genre_scores_gemma":[0.8957989,0.001877037,0.02612725,0.001055476,0.0001030969,0.06201334,0.0049022,0.00006466704,0.00805811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05265572,"threshold_uncertainty_score":0.1046985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789915426306975,"score_gpt":0.3423610086268473,"score_spread":0.3144618543637775,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}